Abstract: An Internet of Thing (IoT) device includes a camera coupled to a processor; and a wireless transceiver coupled to the processor. Blockchain smart contracts can be used with the device to facilitate secure operation.

Abstract: A data processing system configured for computer visualization of drugs for drug interaction information retrieval is disclosed. For each of multiple different substances and using a camera within the mobile or other computing device, imagery of at least one external characteristic of a physical body of the substance is acquired. An identity of each of the multiple different substances is determined based upon the at least one external characteristic from the acquired imagery. Drug interaction data is retrieved for each of the multiple different substances using the determined identities. Drug interaction data for at least one of the multiple different substances is correlated with at least one other of the multiple different substances. At least one generic substance and/or cost information of at least one of the multiple different substances is identified. The correlated drug interaction data, the at least one generic substance, and/or the cost information are displayed.

Abstract: A computer method and system for disseminating computerized content via an scratchpad application in which data is received at a computing device, preferably via user input. The data is displayed on the computing device, via the scratchpad application, and a subset of the data is identified which is to be copied and disseminated. A second application is identified that will receive the data subset such that at least a portion of the data will be imported to the second application.

Abstract: Systems and methods for rapid importation of data including temporally tracked object recognition. One of the methods includes receiving a request to authorize a prescription for a patient, the request being from a medical professional and the request being received of a network. The request is determined to be approved based on information associated with the patient. Transaction information is generated that is associated with the prescription, the transaction information specifying that the patient is authorized to obtain an associated pharmaceutical, and the transaction information being included in a transaction record associated with the patient. Authorization information associated with the prescription is generated, the authorization information being provided to a user device of the patient, and the authorization information enabling confirmation by an outside system that the prescription is authorized.

Abstract: A peer-review flagging system is operable to receive a medical scan and a medical report written by a medical professional in conjunction with review of the medical scan. Automated assessment data is generated by performing an inference function on the medical scan by utilizing a computer vision model trained on a plurality of medical scans. Human assessment data is generated by performing an extraction function on the medical report. Consensus data is generated by comparing the automated assessment data to the first human assessment data. A peer-review notification is transmitted to a client device for display. The peer-review notification indicates the medical scan is flagged for peer-review in response to determining the consensus data indicates the automated assessment data compares unfavorably to the human assessment data.

Abstract: Mechanisms are provided to implement a medical condition verification system. The medical condition verification system receives patient electronic medical record (EMR) data and parses the patient EMR data to identify an instance of a medical code or medical condition indicator present in the patient EMR data. The medical condition verification system performs cognitive analysis of the patient EMR data to identify evidential data supportive of the instance referencing an associated medical condition. The medical condition verification system generates a measure of risk of the patient having the medical condition based on the identified evidential data and based on a machine learned relationship of medical factors in patient EMR data relevant to generating the measure of risk for the associated medical condition. The medical condition verification system generates an output representing the measure of risk of the patient having the associated medical condition.

Abstract: A recording control apparatus that controls to record an image captured by a camera starts recording of the image captured by the camera based on information acquired from the camera. In a case where an instruction to delete the image is received from a upper-level system configured to acquire information different from the information acquired from the camera or in a case where an instruction to the image is not received from the upper-level system for a certain period, the recording control apparatus deletes the image captured by the camera.

Abstract: Systems and methods for providing world-wide access to prescribed medications are disclosed. A unique patient identifier is received and verified to match stored patient identifiers. Identification information is received and is verified to match stored information. A unique pharmacist identifier is received and is verified to match stored pharmacist identifiers. Prescriptions associated with the received unique patient identifier are displayed and one or more are selected. Dispensation information, including an amount of medication dispensed, a time and date of dispensation, and a reason for dispensation are received and the prescription database is updated accordingly.

Abstract: Entity matching is provided. A request to determine a second entity matching with a first entity may be received. Demographic fields to be compared to determine the match may be determined. Comparison weights including an agreement weight, a disagreement weight, and a null weight may be assigned to each of the plurality of demographic fields. The received request may be parsed to determine demographic fields data related to the second entity. The demographic fields data may be compared with indexed demographic data which may include a plurality of records. The demographic fields data may be compared for the determined plurality of demographic fields. A comparison weight for each of the plurality of demographic fields may be determined based on the comparison. The first entity matching with the second entity may be determined from the indexed demographic data based on determined comparison weights for the plurality of demographic fields.

Abstract: An embodiment of an equipment health state monitoring method adapted to monitor an equipment having a monitored part, including: obtaining a plurality of first values of the monitored part from a sensor in a first time period; extracting a plurality of first parameters from the first values; generating an equipment health state index model according to the first parameters; obtaining a plurality of second value from the sensor in a second time period after the first time period; extracting a plurality of second parameters from the second values; generating a plurality of equipment health state indices according to the second parameters and the equipment health state index model; generating a health state control chart according to the equipment health state indices; and determining whether each of the equipment health state indices locates in an alert area of the health state control chart and outputting a determination result accordingly.

Abstract: A system and method to input patient data including previous diagnosis, drugs, symptoms and treatment, open data and expert knowledge, and to use these inputs to create a patient clinical object (PCO), biomedical knowledge and rule based knowledge graphs, and to enrich the PCO using the biomedical knowledge graph. A meta diagnosis predictor is to use the PCO and the biomedical knowledge graph and/or the rule based knowledge graph in plural predictors of a diagnosis-based predictor to provide a set of diagnoses based on previous diagnoses, a drug-based predictor to provide a set of diagnoses based on drugs taken by the patient, a symptom-based predictor to provide a set of diagnoses based on symptoms of the patient and a treatment-based predictor to provide a set of diagnoses based on the treatments. Any of the sets of diagnoses may be combined to give a predicted primary diagnosis for the patient.

Abstract: A medical information navigation engine (“MINE”) is provided. In some embodiments, the system computes a current patient encounter vector for a current patient encounter, and then an optimal patient encounter vector is computed by assuming a best case patient encounter in accordance with the organizational objectives. The system is then able to compute the difference between the best case encounter and the current patient encounter. This difference is used to compute a corresponding payoff using an intelligent matrix.

Abstract: A system for providing aggregated patient data may include a processor and memory. The processor may receive clinical data items from a healthcare data system and device data items from healthcare devices, where the clinical data items and the device data items are associated with patients. The processor may generate patient data objects corresponding to the patients, where each patient data object includes the clinical data items and the device data items associated with one of the patients. The processor may filter the patient data objects based on access privileges of a third party organization to generate filtered patient data objects and transform the filtered patient data objects based on a data transformation rule associated with the third party organization to generate transformed patient data objects. The processor may provide, e.g. over a network, the transformed patient data objects to at least one device associated with the third party organization.

Abstract: A system for monitoring and identifying the efficacy of posology for a target individual having a health condition with respect to administration of a therapeutic composition assigned thereto for treatment comprises a user interface, a database and a controller in communication with the user interface and the database. The database includes information of health conditions, symptoms, therapeutic compositions, and side effects. The controller comprises a memory of computer implementable steps for receiving information from the user interface regarding the target individual's health conditions, symptoms, therapeutic compositions and side effects assigned to the target individual; comparing the received information to a match with the health conditions, the therapeutic compositions, the symptoms and the side effects; prompting and receiving user feedback; and determining whether the therapeutic composition administered at a dosage should be modified to be increased or decreased.

Abstract: Systems and methods for treating myopia are provided. A system may include a digital apparatus, which may include a digital instruction generation unit configured to generate digital therapeutic modules for treating myopia based on a mechanism of action (MOA) in and a therapeutic hypothesis for the myopia, generate specified digital instructions based on the digital therapeutic modules and provide the digital instructions to a first user, and an outcome collection unit configured to collect the first user's execution outcomes of the digital instructions. The system may also include a healthcare provider portal for a healthcare provider to manage their patients and/or an administrative portal.

Abstract: Methods, systems, and apparatus, including computer programs encoded on computer storage media, for authenticating users based on a sequence of biometric authentication challenges. In one aspect, a process includes receiving a first image of the face of the user and processing the first image according to a first authentication process to determine whether the face of the user shown in the first image matches the face of an authorized user. A second authentication process including a sequence of biometric authentication challenges is identified. The sequence includes at least one facial expression challenge. The user is authenticated in response to determining that the first authentication process is satisfied based on the face of the user shown in the first image matching the face of the authorized user and the second authentication process is satisfied based on the user providing a valid biometric response to each biometric authentication challenge.

Abstract: A radiology viewer includes an electronic processor (10, 22), a display (12), input device(s) (14, 16), and a non-transitory storage medium storing executable instructions. Retrieval instructions (42) are executable to retrieve an index of prior radiology examinations (24, 26) from an electronic patient chart (20) in which the prior radiology examinations are indexed by at least date, imaging modality, and anatomical region and to retrieve billable order codes for the prior radiology examinations from an order management system (30). Organizing instructions (44) are executable to organize the prior radiology examinations into groups using features of the prior radiology examinations including features comprising or generated from the billable order codes for the prior radiology examinations. Viewer instructions (50) are executable to display an organized index of the prior radiology examinations on the at least one display in which the prior radiology examinations are organized into the groups.

Abstract: A computer-implemented method includes: receiving, by a computing device, a database-level auto_purge value for a database having a plurality of tables, wherein the database-level auto_purge value represents a value associated with the entire database for when data is set to be purged or deleted from the plurality of tables in the database; setting, by the computing device, the database-level auto_purge value for the database; setting, by the computing device, table-level auto_purge values for the plurality of tables included in the database based on the database-level auto_purge value; and automatically purging data in the plurality of tables based on the table-level auto_purge values.

Abstract: A term base can be used to index a raw term (e.g., a text string from an electronic health record) to generate a computational expression of the raw term. As part of doing so, portions of the raw term including personally identifying information can be removed and/or replaced with de-identified information. The computational expression of the raw term can be used to generate a version of the raw term that is devoid of the personally identifying information.

Abstract: An electronic device includes a memory that stores one or more medical policies and a processor. The processor is configured to obtain a request for execution of an application that provides a medical service, to decide a medical policy, which corresponds to a location of the electronic device, from among the one or more medical policies, and to selectively provide at least one function of the application based on a medical service performing method, which is determined based at least on the medical policy, from among one or more medical service performing methods.

Abstract: Systems and methods are disclosed for modifying labeled target content for a capture device. A computer-implemented method may use a computer system that includes non-transient electronic storage, a graphical user interface, and one or more physical computer processors. The computer-implemented method may include: obtaining labeled target content, the labeled target content including one or more facial features that have been labeled; modifying the labeled target content to match dynamically captured content from a first capture device to generate modified target content; and storing the modified target content. The dynamically captured content may include the one or more facial features.

Abstract: Intelligence and analytics may be improved by combining sets of disparate data records and matching records between entities. The matched records may then be analyzed by identifying relevant entities and providing information to a user containing the combined sets of secure data records and the analysis. The information may be customized for the user after identifying the user accessing the interface. Additionally, rules may be applied to the analyzed data to enhance the data when viewed by the user.

Abstract: A mathematical model of type 1 diabetes (T1D) patient decision-making can be used to simulate, in silico, realistic glucose/insulin dynamics, for several days, in a variety of subjects who take therapeutic actions (e.g. insulin dosing) driven by either self-monitoring blood glucose (SMBG) or continuous glucose monitoring (CGM). The decision-making (DM) model can simulate real-life situations and everyday patient behaviors, Accurate submodels of SMBG and CGM measurement errors are incorporated in the comprehensive DM model. The DM model accounts for common errors the patients are used to doing in their diabetes management, such as miscalculations of meal carbohydrate content, early/delayed insulin administrations and missed insulin boluses. The DM model can be used to assess in silico if/when CGM can safely substitute SMBG in T1D management, to develop and test guidelines for CGM driven insulin dosing, to optimize and individualize off-line insulin therapies and to develop and test decision support systems.

Abstract: Embodiments of the present invention disclose a method, a computer program product, and a computer system for medication decision support. A computer generates one or more patient profiles detailing one or more patient health conditions and one or more medication profiles detailing one or more medication side effects. The computer then determines an association between the one or more patient health conditions and one or more medication side effects and quantifies the association as a conflict score. In addition, the computer determines whether the conflict score exceeds a threshold and, if so, the computer identifies and recommends an alternative medication having a lower conflict score.

Abstract: A genomic update system can generate a user interface from network pages based on user variant data and network services associated with the network pages. A trait data structure tracks network services for different trait categories. A given network page of a given category can be used to identify a different category and different network services and content for display to a user. Content in the trait data structure can be included in a user interface with additional contextual visualizations that allow the user to interact with the links and content via a user device, such as a handheld mobile device.

Abstract: Systems, methods, and computer-readable storage media are provided for determining and ascribing clinical conditions or diagnoses to patients and provide them to a caregiver, such as attending clinicians or other appropriate health services personnel. In particular, embodiments of the disclosure determine likely phenotypic findings that are salient to the decision-making context for a current human patient, based on anticipative sequence-mining and trajectory-mining. A sequential pattern mining and sequence itemset matching system is provided for determining likely, temporally-relevant concepts that are manifested in the information that is produced during the course of a patient's care. A clinician or caregiver may be provided the sequence itemset matching by generating a list or notice. In addition or alternatively, the results may be stored in an EHR associated with the patient.

Abstract: Techniques for cognitive analysis of documents are provided. A document corresponding to a clinical trial is received. Criteria are identified for the clinical trial based on processing the electronic document using natural language processing (NLP) techniques, where the criteria specify attributes of individuals that are eligible for the trial. Further, the criteria are analyzed using NLP techniques to determine a respective confidence level for each respective criterion, where the confidence level indicates a degree of certainty that the criterion is applicable to the trial. A knowledge graph is generated based at least in part on the clinical trial, where the confidence level assigned to each criterion is included in the knowledge graph for subsequent use. Finally, one or more therapies in the knowledge graph are selected to be recommended, based on a patient profile and the confidence level assigned to each of the criteria.

Abstract: A biometric device, comprising a solid support suitable for receiving biological material and for dry storing that material at room temperature the device further comprising a circuit including means for two way radio frequency communication and including writable data storage. A processing method for such biometric devices, the method including the steps of: a) identifying said device by means of RF communication; b) extracting at least a portion of the biological material from the solid support of the identified device; c) analysing the extracted biological material to obtain biometric data indicative of the biological material; and d) writing said biometric data to the data storage of the biometric device.

Abstract: Provided are a method for a user equipment (UE) to report a measurement result in a wireless communication. The method include: receiving measurement configuration including information on a first cell of a second RAT, from a first base station of a first radio access technology (RAT); measuring the first cell and a second cell of the second RAT, based on the received measurement configuration from the first base station of the first RAT; determining whether or not to report the measurement result, based on the measurement result of the first cell and second cell of second RAT; and reporting the measurement result, to the first base station of the first RAT.

Abstract: Technology is directed to an interactive text message based coaching program (“the technology”). A user enrolled in a campaign interacts with a server to obtain guidance on performing a set of tasks of the campaign to achieve a health goal. The user interacts with the server via text messages using a mobile computing device. After the health goal of the user is identified, the server generates text messages having information related to the campaign. The text messages are generated based on the health goal for the user, and are customized for the user. The server sends the text messages to the user in a sequence, wherein a next text message of the sequence sent to the user is based on a response received from the user for a previous text message of the sequence.

Abstract: A method of generating a first image from a medical text report comprises acquiring a medical text report comprising one or more natural language statements; analysing the medical text report, using a computer-implemented analysis process, to determine for each natural language statement whether the statement satisfies a predetermined criterion with respect to a first medical finding; and responsive to a determination that a said statement satisfies the predetermined criterion, adding an image representing the first medical finding to an image template, to generate the first image. Also disclosed is an apparatus and computer program.

Abstract: Methods and systems for recognizing suspicious activities of a user administering a medication are described. One of the methods include capturing one or more video sequences of a user administering a medication by a video capture device; analyzing the captured one or more video sequences to determine one or more indications of a suspicious activity of the user; and adaptively performing a follow-up operation in response to a determination of one or more indications of a suspicious activity of the user.

Abstract: Various systems and devices are provided for facilitating communication in a healthcare setting. In one example, a system includes a display and a computing device operably coupled to the display. The computing device stores instructions executable to output, to the display, a patient-specific dashboard including medical information specific to the patient, the dashboard further including a displayed link to a patient-specific communication thread; and responsive to a user selecting the link, output to the display a portion of the communication thread, where the communication thread includes communication among one or more care providers monitoring the patient and one or more virtual healthcare assistants.

Abstract: Methods for analysis of radiologic imaging orders including using a processor, executing instructions to perform the steps of receiving a query for analysis of radiologic imaging orders of a group of patients who underwent radiologic imaging exams resulting in radiologic exam reports, wherein the radiologic imaging exam orders were used to order the radiologic imaging exams, identifying reason for exam codes for the radiologic imaging orders, identifying exam report diagnosis codes for the radiologic exam reports, calculating a value for a correlation between the reason for exam codes and the exam report diagnosis codes, and comparing the calculated value to a standard.

Abstract: In part, the disclosure relates to computer-based methods, devices, and systems suitable for pre-stent planning, stent planning and post-stent planning using one or more computing devices. In one embodiment, a method generates one or more stent profiles, such as a target stent profile, that are user configurable during a pre-stent planning stage by selecting one or more frames. The method performs a comparative analysis of the previously set target stent profile relative to a vessel lumen region post stent deployment. The method and related user interfaces can alert a user to move, remove, reposition, or inflate a stent. The location of jailed side branches can also be identified and displayed based upon the comparative analysis. Parameters that change based on the outcome of the stent deployment can be displayed in terms of the predicted parameter value and the value that is measured or determined after stent deployment.

Abstract: Systems and methods to specify and execute real-time streaming applications are provided. The method includes specifying an application topology for an application including spouts, bolts, connections, a global hash table, and a topology manager. Each spout receives input data and each bolt transforms the input data, the global hash table allows in memory communication between each spout and bolt to others of the spouts and the bolts. The topology manager manages the application topology. The method includes compiling the application into a shared or static library for applications, and exporting a special symbol associated with the application. The runtime system can be used to retrieve the application topology from the shared or static library based on the special symbol and execute the application topology on a single node or distribute across multiple nodes.

Abstract: An intelligent gateway device provided at a premise (home or business) for providing and managing application services associated with use and support of a plurality of digital endpoint devices associated with the premises. The device includes a communications and processing infrastructure integrated with a peer and presence messaging based communications protocol for enabling communications between the device and an external support network and between the device and connected digital endpoint devices. A services framework at the gateway device implements the communications and processing infrastructure for enabling service management, service configuration, and authentication of user of services at the intelligent gateway. The framework provides a storage and execution environment for supporting and executing received service logic modules relating to use, management, and support of the digital endpoint devices.

Abstract: A system for an artificial intelligence fitness professional support network for vibrant constitutional guidance includes a diagnostic engine operating on at least a server and configured to receive training data and at least a biological extraction from a user and generate a diagnostic output. The system includes an advisory module configured to receive a request for an advisory input and generate at least an advisory output. The system includes a fitness module configured to select at least an informed advisor client device and transmit the at least an advisory output to at least an informed advisor client device.

Abstract: Presented are systems and methods for examining patients and generating diagnostic medical data to make automated diagnoses and treatment recommendations to patients and doctors. Various embodiments of the present invention provide patients with diagnostic tools and audio/video guidance to reliably and accurately perform clinical grade diagnostic measurements of key vital signs. In embodiments, this is accomplished by using an automated remote (or local, e.g., in the form of a kiosk) end-to-end medical diagnostic system that monitors equipment usage for accuracy. The diagnostic system analyzes patient responses, measurement data, and patient-related information to generate diagnostic and/or treatment information that may be shared with healthcare professionals and specialists, as needed. Automation provides for timely, hassle-free, and cost-effective health care management that takes the stress out of doctor visits, while delivering personalized health care.

Abstract: Embodiments include method, systems and computer program products for minimizing errors in prescription medication dispensing. Aspects include obtaining, by a processor, a prescription of a medication for a patient. Then, aspects include obtaining, by the processor, a patient profile associated with the patient and obtaining, by the processor, medication details for the medication. Aspects also include displaying to the patient, by a first device, the medication details.

Abstract: A management method of a patch for managing a sticking state of a patch with respect to an individual having a body temperature includes a step (1) of sticking the patch to the individual, a step (2) of detecting a temperature change caused by sticking the patch to the individual, and a step (3) of judging whether or not the patch is stuck to the individual based on a presence or absence of the temperature change.

Abstract: Systems and methods that can verify transactions based upon location disparity between an account holder and POS (point of sale) as well as identity of a customer are provided. The system can employ camera-equipped drones or other image capture mechanisms to perform identity verification on behalf of a financial entity, cardholder or merchant. Further, the innovation provides systems and methodologies by which allegedly fraudulent or suspect transactions can be blocked or further investigated in real- or near real-time so as to assist in loss mitigation and potentially identification of fraudsters.

Abstract: Systems and methods are provided for use in implementing access controls to content blocks of a user profile associated with a user. One exemplary system includes an access engine configured to receive an access command from a user, via a communication device, to access the user profile. The access command includes a designation of at least one the content blocks for access by a provider, an identity of the provider, and a duration of the access. The access engine is configured to also modify a permission associated with the designated content block(s) in relation to the provider to permit the access by the provider, and to expose the content block(s) to the provider, thereby granting the access for the provider to the content block(s). The access engine is configured to further terminate the access of the provider to the content block(s) when the duration of the access expires.

Abstract: A computer-implemented method comprises receiving a first request to update an employment record associated with a user in a first blockchain; generating a graphical user interface configured to receive data associated with a second blockchain; receiving a first set of data associated with the second blockchain comprising identification of a block chain instance associated with the second blockchain and a first network node; generating an instruction to the first network node associated with the second blockchain to receive a latest valid second blockchain; generating a hash value based at least on one of the user, a hash value associated with the first block instance, the first network node, and the first computing device; appending, the second blockchain to the first block instance by updating a block instance associated with the second blockchain with the hash value; and transmitting the second block instance to the first computing device.

Abstract: Providing a technology enabled communications pathway between health care providers and patients, comprising: receiving a bio-metric telemetry data set from a patient, receiving a medication adherence data set from the patient, notifying a health care provider system of at least one potential alarm based on the bio-metric telemetry data set and the medication adherence data set, notifying the patient utilizing positive feedback of the bio-metric telemetry data set and the medication adherence data set, wherein the positive feedback is an affirming communication from the health care provider system indicating that the medication adherence has a positive feedback result in the bio-metric telemetry, notifying the patient of a health care appointment and indicating the positive feedback result the medication adherence has had in the bio-metric telemetry and providing the health care provider system a summary of bio-metric telemetry data set, medication adherence data set and positive feedback prior to the health

Abstract: Methods, systems, and apparatus, including computer programs encoded on a computer storage medium, for obtaining identity verification information of a patient. Verifying the patient's identity by: obtaining an indication that the patient identification document is authentic, and verifying that the representation of a biometric of the patient corresponds to a biometric indicated on the patient identification document. Determining that a physical location of a computing device is proximate to a physical location of the patient. In response to verifying the patient and determining that the physical location of the computing device is proximate to the physical location of the patient, determining eligibility of the patient to receive services from the service provider.

Abstract: This invention provides a method for extracting a diagnosis object from a medical document comprises: extracting, from an input medical document, body part entities and at least one type of non-body-part entities and the relations between the body part entities and the non-body-part entities; obtaining, for each pair of all possible pairs of the non-body-part entities, a relevance score between two non-body-part entities within one pair, wherein the relevance score is obtained by using the relations between the two non-body-part entities within one pair and one or more body part entities in a plurality of historical medical documents; clustering the non-body-part entities in the input medical document into one or more clusters based on the relevance scores of the all possible pairs; and outputting one or more body part entities related to one or more non-body-part entities clustered in each of the clusters as one diagnosis object.

Abstract: An access system, an access device and an access method for accessing health information are disclosed. The access system includes a decentralized database for recording an authorization file corresponding to health information and a public key corresponding to the authorization file, a centralized database for using the public key corresponding to the authorization file to encrypt and store the health information corresponding to the authorization file into an access space, and an access device for issuing an access request of health information to the decentralized database based on user identification, for the decentralized database to identify and authorize the user identification based on the authorization file corresponding to the health information and ratify the access request and provide an instruction after identifying and authorizing the user identification, and for acquiring the encrypted health information from the access space based on the instruction.

Abstract: A system for executing a code for training an insurance response system, comprising at least one hardware processor adapted to: using a plurality of insurance attribute values, extracted from a received insurance claim to retrieve: at least one inquiry related to the insurance claim and at least one inquiry result, and historical insurance data related to the insurance claim; computing a similarity value indicative of a difference between the at least one inquiry result and a claim result; identifying in the historical insurance data a plurality of insurance conditions relevant to the claim result and the at least one inquiry result; identifying at least one insurance condition effecting the similarity value by analyzing data comprising the at least one inquiry and the plurality of insurance conditions; and training a protocol model of an insurance response system using the at least one insurance condition and the at least one inquiry.

Abstract: In some examples, a system may generate a plurality of care path patient profile models based on a plurality of care path patterns for a plurality of past patient admissions. For example, each care path patient profile model may include a trained classifier. Further, the system may receive information related to a new patient admission, and may generate features from the received information related to the new patient admission. The system may input the features generated from the received information related to the new patient admission into the plurality of care path patient profile models to obtain a respective probability of being classified in a respective care path based on an amount of similarity to the patients who have gone through each care path. In addition, the system may present, on a display, information related to at least one care path pattern in a graphical user interface.